{"id":"W4285009406","doi":"10.3390/nu14142806","title":"The Use of Dietary Supplements and Amino Acid Restriction Interventions to Reduce Frailty in Pre-Clinical Models","year":2022,"lang":"en","type":"review","venue":"Nutrients","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation; Heart and Stroke Foundation of Canada","keywords":"Psychological intervention; Medicine; Gerontology; Frailty syndrome; Vitamin D and neurology; Environmental health; Frailty Index; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001585295,0.0008158552,0.001903053,0.002467009,0.0002205561,0.001048113,0.0008167178,0.001345068,0.004565262],"category_scores_gemma":[0.004319501,0.0002835836,0.001995321,0.001412923,0.000336941,0.0008505596,0.0006344574,0.00127308,0.000796925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160464,"about_ca_system_score_gemma":0.001181576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131787,"about_ca_topic_score_gemma":0.002975624,"domain_scores_codex":[0.999221,0.000279502,0.0001833685,0.00009303179,0.0001856346,0.00003763093],"domain_scores_gemma":[0.9982885,0.001258836,0.0002125009,0.00004542573,0.0001656773,0.00002913197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004098173,0.0001669074,0.0002609718,0.2519193,0.001565166,0.0001244184,0.0001362646,0.0002959814,0.002029199,0.002789006,0.0104302,0.7298728],"study_design_scores_gemma":[0.0003399174,0.0009873598,0.003534823,0.1765887,0.006207328,0.001152306,0.0002018258,0.0002450851,0.002411848,0.003537359,0.8047319,0.00006157283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003146153,0.9984357,0.0001763531,0.0001979868,0.0001090832,0.00003485721,0.00005631705,0.000007928579,0.0006672185],"genre_scores_gemma":[0.002347801,0.9963762,0.0005039697,0.0002522461,0.00005998321,0.00006187006,0.00006942233,0.000003103481,0.0003253491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004565262,"threshold_uncertainty_score":0.01527232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.410372277978931,"score_gpt":0.4706170989482598,"score_spread":0.06024482096932876,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}